DeepGuide for DeepSeek

Neural Networks for Time-Series Imputation: Tackling Missing Data
Part 3: Discover how a simple Keras sequential model can be effective
22845Murphy2025-03-22
How Most Organizations Get Data Strategy Wrong – and How to Fix It
Redefining Data Strategy to Drive Competitive Advantage with Data, Analytics and AI
25530Murphy2025-03-22
Showcasing Soaring Wildfire Counts With Streamlit and Python: A Powerful Approach
Analyzing historical wildfire trends in Canada with public data
28629Murphy2025-03-22
Human Minds vs. Machine Learning Models
Exploring the parallels and differences between psychology and machine learning
21655Murphy2025-03-22
The Solar Cycle(s): history, data analysis and trend forecasting.
A brief article on the Solar Cycles: data analysis and time series forecasting for the incoming solar maximum in 2025 and the next decades.
22202Murphy2025-03-22
On a Time Crunch but Still Want to Learn to Develop Multi-Agent AI?
These 3 starter projects only take a weekend (and a few cups of coffee, maybe)
29589Murphy2025-03-22
How to Utilize ModernBERT and Synthetic Data for Robust Text Classification
Learn how to fine-tune ModernBERT and create augmentations of text samples
26377Murphy2025-03-22
How to Evaluate LLM Summarization
A practical and effective guide for evaluating AI summaries
26828Murphy2025-03-22
Apollo and Design Choices of Video Large Multimodal Models (LMMs)
Let's Explore Major Design Choices from Meta's Apollo Paper
29103Murphy2025-03-22
A Derivation and Application of Restricted Boltzmann Machines (2024 Nobel Prize)
Investigating Geoffrey Hinton's Nobel Prize-winning work and building it from scratch using PyTorch
30030Murphy2025-03-22
Topic Modelling in Business Intelligence: FASTopic and BERTopic in Code
A comparison of two cutting-edge dynamic topic models solving consumer complaints classification exercise
27980Murphy2025-03-22
Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems
How natural systems fundamental laws help explain AI's unexpected abilities
26865Murphy2025-03-22
Harmonizing and Pooling Datasets for Health Research in R
R code to extract data from unique datasets and combine them in one harmonized dataset ready for seamless analysis
27232Murphy2025-03-22
Does It Matter That Online Experiments Interact?
What interactions do, why they are just like any other change in the environment post-experiment, and some reassurance
29872Murphy2025-03-22
Behind the Scenes of a Successful Data Analytics Project
Learn the steps to approach any data analytics project like a pro.
23188Murphy2025-03-22
Nine Pico PIO Wats with MicroPython (Part 1)
Raspberry Pi programmable IO pitfalls illustrated with a musical example
29117Murphy2025-03-22
Multi-Headed Cross Attention – By Hand
Hand computing a fundamental component of multimodal models
28460Murphy2025-03-22
Choosing Classification Model Evaluation Criteria
Is Recall / Precision better than Sensitivity / Specificity?
25543Murphy2025-03-22
Real World Use Cases: Strategies that Will Bridge the Gap Between Development and Productionizing
Data science demonstrates its value when applied to practical challenges. This article shares insights gained from hands-on machine...
28870Murphy2025-03-22
Analyze Tornado Data with Python and GeoPandas
Insights from NOAA's public domain database
20966Murphy2025-03-22

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The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.

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